Recommendation on Amazon Musical Instruments
0.22MAECrowdLLM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CrowdLLMLLM backbone=Gemma 3-12B2025.12 | 0.22 | 0.27 | 0.92 | 0.05 | |
| LLMPrompting Strategy=SC, LLM backbone=Gemma 3-12B2025.12 | 0.46 | 0.57 | 0.29 | 0.16 | |
| LLMPrompting Strategy=multi-persona, LLM backbone=Gemma 3-12B2025.12 | 0.47 | 0.58 | 0.37 | 0.14 | |
| VAE2025.12 | 0.47 | 0.61 | 0.63 | 0.07 | |
| LLMPrompting Strategy=zero-shot, LLM backbone=Gemma 3-12B2025.12 | 0.52 | 0.65 | 0.27 | 0.16 | |
| random2025.12 | 1.28 | 1.39 | 0.58 | 0.15 |